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个人简介

高常鑫,华中科技大学教授、全国重点实验室副主任,国家级青年人才,任中国人工智能学会模式识别专委会副秘书长、中国图象图形学学会成像探测与感知专委会副秘书长。研究领域为计算机视觉、图像/视频智能理解、语义分割、行为识别,图像/视频生成等。近年来发表IEEE TPAMI、IJCV、IEEE TIP、CVPR、ICCV、ECCV等高水平期刊会议论文40余篇。先后主持湖北省杰出青年基金项目、国家自然科学基金面上项目、装备预研项目等。获湖北省科技进步一等奖二等奖各1项。

研究领域

计算机视觉 图像/视频智能理解 语义分割 行为识别 图像/视频生成

近期论文

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Yuanjie Shao, Wenxiao Wu, Xinge You, Changxin Gao, Nong Sang*, "Improving the Generalization of MAML in Few-shot Classification via Bi-level Constraint," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022 Chuchu Han, Zhedong Zheng, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao, Nong Sang*, Yi Yang, "DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022. Beibei Yang, Changqian Yu, Jin-Gang Yu, Changxin Gao*, Nong Sang, "Pose-Guided Hierarchical Semantic Decomposition and Composition for Human Parsing," IEEE Transactions on Cybernetics (TCYB), 2021. Chuchu Han, Xin Yu, Changxin Gao, Nong Sang*, Yi Yang, "Single Image based 3D Human Pose Estimation via Uncertainty Learning," Pattern Recognition (PR), vol. 132, pp.108934, 2022.[paper] Huai Qin, Changqian Yu, Changxin Gao*, Nong Sang, "D2T: A Framework for Transferring Detection to Tracking," Pattern Recognition (PR), vol. 126, pp. 108544, 2022. [paper] Zhixiong Pi, Yuanjie Shao, Changxin Gao, Nong Sang*, "Instance-based Feature Pyramid for Visual Object Tracking," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 32(6):2374-3787, 2022.[paper] Changqian Yu, Changxin Gao*, Jingbo Wang, Gang Yu, Chunhua Shen, Nong Sang, "BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation," International Journal of Computer Vision (IJCV), vol. 129, pp. 3051-3068, 2021. [paper] [ESI热点论文][ESI高被引论文] Quanzheng Mou, Longsheng Wei, Conghao Wang, Dapeng Luo*, Songze He, Jing Zhang, Huimin Xu, Chen Luo, Changxin Gao, "Unsupervised Domain-adaptive Scene-specific Pedestrian Detection for Static Video Surveillance," Pattern Recognition (PR), vol. 118, pp. 108038, 2021. Yanrui Bin, Zhao-Min Chen, Xiu-Shen Wei*, Xinya Chen, Changxin Gao, Nong Sang*, "Structure-aware Human Pose Estimation with Graph Convolutional Networks," Pattern recognition (PR), vol. 106, pp. 107410, 2020 Changxin Gao, Yang Chen, Jin-Gang Yu, Nong Sang*, "Pose-guided Spatiotemporal Alignment for Video-based Person Re-identification," Information Sciences, vol. 527, pp. 176-190, 2020. [paper] Lerenhan Li, Jinshan Pan, Wei-Sheng Lai, Changxin Gao, Nong Sang, Ming-Hsuan Yang, "Dynamic Scene Deblurring by Depth Guided Model," IEEE Transactions on Image Processing (TIP), vol. 29, pp. 5273-5288, 2020 [paper] Juncai Peng, Yuanjie Shao*, Nong Sang, Changxin Gao, "Joint Image Deblurring and Matching with Feature-based Sparse Representation Prior," Pattern recognition (PR), vol. 103, pp. 107300, 2020. Chuchu Han, Ruochen Zheng, Changxin Gao*, and Nong Sang, "Complementation-Reinforced Attention Network for Person Re-Identification," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 30(10):3433-3445, 2020. [paper] Shiwei Zhang, Lin Song, Changxin Gao, Nong Sang*, "GLNet: Global Local Network for Weakly Supervised Action Localization," IEEE Transactions on Multimedia (TMM), 22(10):2610-2622, 2020 [paper] Lerenhan Li#, Yulong Dong#, Wenqi Ren, Jinshan Pan, Changxin Gao, Nong Sang*, Ming-Hsuan Yang, "Semi-supervised Image Dehazing," IEEE Transactions on Image Processing (TIP), vol. 29, pp. 2766-2779, 2020 [paper] Jin-Gang Yu, Yansheng Li, Changxin Gao, Hongxia Gao, Gui-Song Xia, Zhu Liang Yu and Yuanqing Li*, "Exemplar-Based Recursive Instance Segmentation With Application to Plant Image Analysis," IEEE Transactions on Image Processing (TIP), vol. 29, pp. 389-404, 2020. [paper] Lerenhan Li, Jinshan Pan, Wei-sheng Lai, Changxin Gao, Nong Sang*, Ming-Hsuan Yang, "Blind Image Deblurring via Deep Discriminative Priors," International Journal of Computer Vision (IJCV), 127(8):1025-1043, 2019 [paper] [project] [code] Yuanjie Shao, Nong Sang*, Changxin Gao, Li Ma, "Spatial and Class Structure Regularized Sparse Representation Graph for Semi-Supervised Hyperspectral Image Classification," Pattern Recognition (PR), vol. 81, pp. 81-94, 2018. [paper] Shiwei Zhang, Changxin Gao, Jing Zhang, Feifei Chen, and Nong Sang*. "Discriminative Part Selection For Human Action Recognition," IEEE Transactions on Multimedia (TMM), 20(4):769-780, 2018 [paper] Jin Wang, Zheng Wang, Chao Liang, Changxin Gao*, Nong Sang. "Equidistance Constrained Metric Learning for Person Re-identification," Pattern Recognition (PR), vol. 74, pp. 38-51, 2018. [paper] [code] Jin Wang, Zheng Wang, Changxin Gao*, Nong Sang, Rui Huang, "DeepList: Learning Deep Features with Adaptive Listwise Constraint for Person Re- identification," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 27(3):513-524, 2017. [paper] [code] Changxin Gao, Feifei Chen, Jin-Gang Yu, Rui Huang, Nong Sang*. "Robust Visual Tracking Using Exemplar-based Detectors," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 27(2):300-312, 2017 [paper] [project] Shiwei Zhang, Changxin Gao*, Feifei Chen, Sihui Luo, and Nong Sang. "Group Sparse Based Mid-level Representation For Action Recognition," IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC), 47(4):660-672, 2017. [paper] Yuanjie Shao, Nong Sang*, Changxin Gao, Li Ma. "Probabilistic Class Structure Regularized Sparse Representation Graph for Semi-Supervised Hyperspectral Image Classification," Pattern Recognition (PR), vol. 63, pp. 102-114, 2017. [paper] Changxin Gao, Nong Sang, Rui Huang*, "Spatial Multi-scale Gradient Orientation Consistency for Place Instance and Scene Category Recognition," Information Sciences, vol. 372, pp. 84-97, 2016. [paper] Chang Han, Hongyan Zhang*, Changxin Gao, Cheng Jiang, Nong Sang, Liangpei Zhang. "A Remote Sensing Image Fusion Method Based on the Analysis Sparse Model," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS), 9(1):439-453, 2016. [paper] Jun Xiang, Nong Sang, Jianhua Hou, Rui Huang, Changxin Gao*, "Multi-target Tracking Using Hough Forest Random Field," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 26(11):2028-2042, 2016. [paper] [project] Jin-Gang Yu, Gui-Song Xia, Changxin Gao*, Ashok Samal, "A Computational Model for Object-Based Visual Saliency: Spreading Attention along Gestalt Cues," IEEE Transactions on Multimedia (TMM), 18(2):273-286, 2016 [paper]

学术兼职

中国人工智能学会模式识别专委会副秘书长 中国图象图形学学会成像探测与感知专委会副秘书长

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